Snowball Research
March Notes is a lab of AI experiments focused mostly on US stocks under $5 billion in market cap. This site hosts a collection of AI-driven projects built for one purpose: to make equity research faster, broader, and occasionally—smarter.
We focus exclusively on U.S. and Canadian stocks under $5 billion.
Our flagship: the Idea Generation Report. Each month, we spotlight 10–15 companies with compelling change narratives, found through rigorous, qualitative work.
We also summarize key developments such as shareholder activism, divestments, exploration of strategic alternatives, notable fund letters, and significant management changes.